SOTAVerified

Fairness

Papers

Showing 33313340 of 5676 papers

TitleStatusHype
Fairness in Federated Learning via Core-Stability0
Can Querying for Bias Leak Protected Attributes? Achieving Privacy With Smooth Sensitivity0
Client Selection in Federated Learning: Principles, Challenges, and Opportunities0
Making Machine Learning Datasets and Models FAIR for HPC: A Methodology and Case Study0
Fair Visual Recognition via Intervention with Proxy Features0
Stability of clinical prediction models developed using statistical or machine learning methods0
Balancing Utility and Fairness in Submodular Maximization (Technical Report)Code0
Fairness without Demographics through Knowledge DistillationCode0
Impact Of Missing Data Imputation On The Fairness And Accuracy Of Graph Node ClassifiersCode0
Improving Fairness in Image Classification via SketchingCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)99.86Unverified
21D-CSNNPredictive Equality (age)97.8Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)96.87Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)98.97Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)98.45Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)98.68Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)99.31Unverified
#ModelMetricClaimedVerifiedStatus
1Neighbour LearningDegree of Bias (DoB)0.49Unverified
#ModelMetricClaimedVerifiedStatus
1Neighbour LearningDegree of Bias (DoB)6.26Unverified
#ModelMetricClaimedVerifiedStatus
1Neighbour LearningDegree of Bias (DoB)1.96Unverified